单因子-响应面法优化白地霉Y162产脂肪酶条件

对白地霉Y162液体发酵产脂肪酶的条件进行了优化。首先采用单因子实验筛选出最适碳源为橄榄油,氮源为黄豆粉和NH4Cl,无机盐为BaCl2和MgCl2。在此基础上,利用Plackett-Burman设计对影响产酶因素的效应进行评价,筛选出具有显著效应的橄榄油、BaCl2和NH4Cl三个最显著的因素。用最陡爬坡路径逼近最大产酶区域后,利用响应面中心组合设计对显著因素进行优化,得出橄榄油、BaCl2和NH4Cl最佳浓度分别为2.35％,0.36％,1.35％。优化后液体发酵液中脂肪酶活力提高到31.85 U/mL,比初始酶活力14.16 U/mL提高了2.25倍,表明单因子-响应面结合法可显著优化白地霉Y162液体发酵产脂肪酶条件。     

基于Box Behnken响应面法优化口腔模拟环境IgY抑制牙龈卟啉单胞菌增殖

【目的】利用Box Behnken响应面法研究免疫球蛋白Y(Ig Y)影响牙龈卟啉单胞菌(Porphyromonas gingivalis)的生长繁殖特性,发现口腔模拟环境中P.gingivalis的响应值与Ig Y剂量、初始P.gingivalis数量、培养时间的关系。【方法】以P.gingivalis最终的菌落数为评价指标,通过单因素试验研究培养时间、Ig Y剂量和初始P.gingivalis数量的最佳条件,再依据Box Behnken中心组合原则设计三因素三水平响应面试验进行优化,评价Ig Y的抑制效果。优化得到的试验条件重复3次,以验证模型的准确性。【结果】单因素试验结果表明,以180 mmol/L的Ig Y剂量,2×10~6 CFU/m L的初始P.gingivalis数量,37°C厌氧培养4 h,口腔模拟环境Ig Y对P.gingivalis繁殖的影响达到最佳状态。通过Design Expert 8.0软件对回归方程的分析得到各因素最佳条件为:Ig Y剂量165 mmol/L、初始P.gingivalis数量2×10~6 CFU/m L、培养时间4.5 h。采用优化实验条件,重复3次试验,P.gingivalis最终菌落数是5.92×10~5 CFU/m L,与模型预测值5.85×10~5 CFU/m L相对误差1%,方差分析表明模型P值显著,缺失值P值不显著,理论值与实测值拟合良好。【结论】Ig Y能显著抑制牙龈卟啉单胞菌的增殖,优化后口腔模拟环境中的P.gingivalis最终菌落数显著降低,回归模型能够预测口腔模拟环境中P.gingivalis的增殖。     

Optimization of lipase-catalyzed synthesis of acetylated EGCG by response surface methodology

(−)-Epigallocatechin-3-O-gallate (EGCG) acetylated derivatives, which can be widely used as a natural antioxidant in both lipid containing food and cosmetic applications, were prepared by lipase catalyzed acylation of EGCG with vinyl acetate. Response surface methodology (RSM) and 5-level-4-factor central composite rotatable design (CCRD) were employed to evaluate the effects of synthesis parameters, such as reaction time (6–10 h), temperature (30–50 °C), enzyme amount (1.5–2.5% (w/w) of substrate), and substrate molar ratio of EGCG to vinyl acetate (0.5–1.5) on conversion of EGCG. By using multiple regression analysis, the experimental data were fitted to a second order polynomial model. The most suitable combination of variables was 40 °C, 2.12%, 10 h and 1.13 for the reaction temperature, the enzyme amount, the reaction time, and EGCG/vinyl acetate mole ratio, respectively. At these optimal conditions, the conversion yield reached 87.37%. The presence of mono-, di- and tri-acetylated derivatives in acetylated EGCG was confirmed by LC–MS-MS and identified as 5″-O-acetyl-EGCG, 3″, 5″-2-O-acetyl-EGCG and 5′, 3″, 5″-3-O-acetyl-EGCG by NMR.     

响应面法优化Burkholderiasp．SYBCLIP—Y发酵产低温脂肪酶条件的研究

用响应面法对Burkholderiasp．SYBCLIP—Y液体发酵产低温脂肪酶的发酵条件进行了快速优化。首先利用Plackett—Burman设计对影响其产酶相关因素进行评估并筛选出具有显著效应的三个因素：牛肉膏,橄榄油,TritonX-100;用最陡爬坡路径逼近最大产酶区域后,利用响应面中心组合设计对显著因素进行优化,确定出牛肉膏,橄榄油,TritonX-100的最佳浓度分别为：牛肉膏31．8g／L、橄榄油21mL／L、TritonX-10036．55mL／L,优化后脂肪酶的酶活达到61．52U／mL,是优化前的2．62倍。     

Optimization of culture conditions for production of cis-epoxysuccinic acid hydrolase using response surface methodology

Response surface methodology, which allows for rapid identification of important factors and optimization of them to enhance enzyme production, was employed here to optimize culture conditions for the production of cis-epoxysuccinic acid hydrolase from Bordetella sp. strain 1–3. In the first step, a Plackett–Burman design was used to evaluate the effects of nine variables (yeast extract, cis-epoxysuccinic acid, KH₂PO₄, K₂HPO₄ · 3H₂O, MgSO₄ · 7H₂O, trace minerals solution, culture volume, initial pH and incubation time) on the enzyme production. Yeast extract, cis-epoxysuccinic acid and KH₂PO₄ had significant influences on cis-epoxysuccinic acid hydrolase production and their concentrations were further optimized using central composite design and response surface analysis. A combination of adjusting the concentration of yeast extract to 7.8 g/l, cis-epoxysuccinic acid to 9.8 g/l, and KH₂PO₄ to 1.12 g/l would favor maximum cis-epoxysuccinic acid hydrolase production. An enhancement of cis-epoxysuccinic acid hydrolase production from 5.6 U/ml to 9.27 U/ml was gained after optimization.     

Optimization of conditions for acid protease partitioning and purification in aqueous two-phase systems using response surface methodology

Aspergillopepsin I, an acid protease, was purified using an aqueous two-phase system that comprised various combinations of polyethylene glycol (PEG), NaH₂PO₄ and NaCl. Partition of the enzyme depended upon the molecular mass of the PEG and the presence of NaCl. With PEG 1500, 4000 and 6000, the partition coefficients were increased by 1,500-, 1,800- and 560-fold compared to values without NaCl. The presence of NaCl (8.75%, w/w) increased purification by 3.8, 9.5 and 2.8 times into these respective PEGs. The optimal aqueous two-phase system for acid protease purification was developed using response surface methodology. This system contained 17.3% of PEG 4000 (w/w), 15% NaH₂PO₄ (w/w) and 8.75% NaCl (w/w) and provided the best partition coefficient (Ke > 1,100) and yield over 99% in the same phase. The optimal ATPS purification factor of acid protease was over 5.     

Xanthones from the stems of Cudrania tricuspidata and their inhibitory effects on pancreatic lipase and fat accumulation

Nine new xanthones, cudracuspixanthones I - Q (12–14, 25, 32–36), and 30 known xanthones (1–11, 15–24, 26–31, 37–39) were isolated from the stems of Cudrania tricuspidata (Moraceae). The structures of isolated compounds were established by using 1D and 2D NMR in combination with HR-TOF-MS. Xanthones from the stems of C. tricuspidata exerted pancreatic lipase inhibitory activity. In addition, cudracuspixanthone P (35), a new xanthone, reduced the fat accumulation in liver cells stimulated with fatty acids. Therefore, these compounds might be beneficial in the treatment of metabolic diseases.     

Optimization of low-cost biosurfactant production from agricultural residues through response surface methodology

Biosurfactants are surface-active compounds capable of reducing surface tension and interfacial tension. Biosurfactants are produced by various microorganisms. They are promising replacements for chemical surfactants because of biodegradability, nontoxicity, and their ability to be produced from renewable sources. However, a major obstacle in producing biosurfactants at the industrial level is the lack of cost-effectiveness. In the present study, by using corn steep liquor (CSL) as a low-cost agricultural waste, not only is the production cost reduced but a higher production yield is also achieved. Moreover, a response surface methodology (RSM) approach through the Box–Behnken method was applied to optimize the biosurfactant production level. The results found that biosurfactant production was improved around 2.3 times at optimum condition when the CSL was at a concentration of 1.88 mL/L and yeast extract was reduced to 25 times less than what was used in a basic soybean oil medium (SOM). The predicted and experimental values of responses were in reasonable agreement with each other (Pred-R² = 0.86 and adj-R² = 0.94). Optimization led to a drop in raw material price per unit of biosurfactant from $47 to $12/kg. Moreover, the biosurfactant product at a concentration of 84 mg/L could lower the surface tension of twice-distilled water from 72 mN/m to less than 28 mN/m and emulsify an equal volume of kerosene by an emulsification index of (E24) 68% in a two-phase mixture. These capabilities made these biosurfactants applicable in microbial enhanced oil recovery (MEOR), hydrocarbon remediation, and all other petroleum industry surfactant applications.     

Application of reverse micelle extraction process for amylase recovery using response surface methodology

The effect of different process variables of reverse micelle extraction process like pH, addition of surfactant (AOT) concentration and potassium chloride (KCl) concentration on amylase recovery has been studied and analysed. Solid-state fermentation was used for the production of amylase enzyme. Response surface methodology (RSM) using central composite rotatable design (CCRD) was employed to analyse and optimize the enzyme extraction process. The regression analysis indicates that the effect of AOT concentration, and KCl concentration were significant, whereas the effect of pH was non-significant on enzyme recovery. For the maximum recovery of enzyme, the optimum operating condition for pH, AOT concentration (M) and KCl concentration were 10.43, 0.05 and 1.00, respectively. Under these optimal conditions, the enzyme recovery was 83.16%.     

Optimization protocol for the extraction of antioxidant components from Origanum vulgare leaves using response surface methodology

In the present work, the response surface methodology (RSM) based on a central composite rotatable design (CCRD), was used to determine optimum conditions for the extraction of antioxidant compounds from Origanum vulgare leaves. Four process variables were evaluated at three levels (31 experimental designs): methanol (70%, 80%, and 90%), the solute:solvent ratio (1:5, 1:12.5, 1:20), the extraction time (4, 10, 16 h), and the solute particle size (20, 65, 110 micron). Using RSM, a quadratic polynomial equation was obtained by multiple regression analysis for predicting optimization of the extraction protocol. Analysis of variance (ANOVA) was applied and the significant effect of the factors and their interactions were tested at 95% confidence interval. The antioxidant extract (AE) yield was significantly influenced by solvent composition, solute to solvent ratio, and time. The maximum AE was obtained at methanol (70%), liquid solid ratio (20), time (16 h), and particle size (20 micron). Predicted values thus obtained were closer to the experimental value indicating suitability of the model. Run 25 (methanol:water 70:30; solute:solvent 1:20; extraction time 16 h and solute particle size 20) showed highest TP contents (18.75 mg/g of dry material, measured as gallic acid equivalents) and DPPH radical scavenging activity (IC₅₀ 5.04 μg/mL). Results of the present study indicated good correlation between TP contents and DPPH radical scavenging activity. Results of the study indicated that phenolic compounds are powerful scavengers of free radical as demonstrated by a good correlation between TP contents and DPPH radical scavenging activity.     

基于响应面设计脂肪酶Novo435催化合成甘油二酯的工艺优化

以甘油、油酸为原料,优化在无溶剂体系中以固定化脂肪酶Novo435催化合成甘油二酯（diglyceride,DAG）的工艺。系统考察底物摩尔比（油酸／甘油）、反应温度、时间和加酶量等因素对油酸转化率和甘油二酯含量影响的基础上,利用响应面试验设计优化各主效因子,并经回归分析获得最优的工艺条件。所得最优条件：油酸与甘油底物摩尔比2．27、反应温度48．14℃、反应时间6．3h、加酶量1．68％。在此条件下,实验测得油酸转化率为45．42％,甘油二酯质量分数为70．01％,与响应面模型预测值吻合。     

响应面法优化细菌EHB01对铜绿微囊藻(Microcystis aeruginosa)的溶藻条件

【背景】水体富营养化导致的蓝藻水华对淡水资源造成了严重污染。利用环境友好型的溶藻菌可有效控制蓝藻的生长,是防治蓝藻水华形成的有效途径之一。【目的】优化溶藻细菌EHB01对铜绿微囊藻(Microcystis aeruginosa)的溶藻条件,以期为治理蓝藻水华污染提供高效的溶藻菌制剂。【方法】采用单因素试验对溶藻的发酵液浓度、温度、光照以及C:N和N:P进行分析,并对溶藻细菌EHB01发酵液的碳源、氮源和p H进行优化。基于单因素试验,选用中心组合试验设计(central composite design,CCD)确定关键因子的最佳数量水平,并以Desig-Expert 8.0.5进行回归分析,通过响应面分析获得溶藻效果最佳的参数。【结果】发酵液浓度对溶藻率的影响表现为持续上升;温度对溶藻率表现为先上升后下降;而光照、C:N和N:P均对细菌EHB01发酵液溶藻率的影响表现为先降低后上升的趋势。溶藻细菌EHB01发酵液所需的最佳碳源为蔗糖,氮源为硝酸钾,pH为7.5,优化条件下溶藻率达86.97%,与优化之前相比提高了21.72%。【结论】采用响应面法优化得出溶藻细菌EHB01发酵液最优的...     

Optimization of extraction process of Glycyrrhiza glabra polysaccharides by response surface methodology

Experimental design was used to investigate the effect of three parameters (extraction time, extraction number and ratio of water to raw material) on polysaccharides yields. The ranges of the factors investigated were 3.5–4.5 h for extraction time (X₁), 4–6 for extraction number (X₂), and 25–35 for ratio of water to raw material (X₃). The statistical analysis of the experiment indicated that extraction time and ratio of water to raw material had significant effect on Glycyrrhiza glabra polysaccharides yields. The central composite design showed that polynomial regression models were in good agreement with the experimental results with the coefficients of determination of 0.924 for Glycyrrhiza glabra polysaccharides yield. The optimal condition for Glycyrrhiza glabra polysaccharides yield within the experimental range of the variables studied was at 4.3 h, 6, and 35. At this condition, the predicted yield of polysaccharides extracted was 3.6%.     

Optimization of calcium pectinate gel beads for sustained-release of catechin using response surface methodology

Response surface methodology was used to optimize bead preparation conditions, including CaCl₂ concentration (X₁), hydroxypropylmethylcellulose concentration (X₂), and bead-hardening time (X₃), for the sustained-release of catechin from the calcium pectinate gel beads reinforced with liposomes and hydroxypropylmethylcellulose into simulated gastric fluid (SGF) and intestinal fluid (SIF). The optimized values of X₁, X₂, and X₃ were found to be 5.82%, 0.08%, and 10.29 min, respectively. The beads prepared according to the optimized conditions released only about half of the entrapped catechin into SGF while most of the entrapped catechin was released into SIF after 24 h incubation.     

Optimal production of sulphuric acid by Thiobacillus thiooxidans using response surface methodology

Response surface methodology was applied to determine the optimal medium composition for sulphuric acid production by an indigenous Thiobacillus thiooxidans. With a view to reducing the number of experiments and obtaining the mutual interactions between the variables, a 2⁴ full-factorial central composite design was employed for experimental design and analysis of the results. Four independent variables, KH₂PO₄, (NH₄)₂SO₄, MgSO₄ and elemental sulphur, in the growth medium were tested. Elemental sulphur was found to exhibit positive correlation with the sulphuric acid yield, whereas the other three variables showed no significant effect. No mutual interactions were found between elemental sulphur and each of the other three variables. The optimal composition of the growth medium to achieve the optimal production of sulphuric acid was determined as follows (g/l): KH₂PO₄=3.5, (NH₄)₂SO₄=4.9, MgSO₄=0.7 and elemental sulphur=23.7. The corresponding sulphuric acid production and dry cell weight were 38 662 ppm and 0.7 g/l, which are about 2.6- and 1.75-fold increase, respectively, compared with those using the conventional T. thiooxidans optimum growth medium.     

响应面法优化粉被虫草中虫草素的提取工艺

【背景】粉被虫草是民间常用药用真菌,具有抗辐射等多种药理作用,虫草素是其重要的活性物质。【目的】探究粉被虫草中提取虫草素的影响因素,为制取虫草素提供参考。【方法】以虫草素得率为指标,用响应面法优化超声提取工艺。分别考察超声时间、液料比和超声功率对提取效率的影响,在单因素实验基础上进行3因素3水平的响应面分析实验。【结果】最优提取条件为超声时间606 s、液料比45.9:1、超声功率400 W,在此条件下虫草素得率为6.136 mg/g,与模型预测值接近,方程拟合良好。【结论】首次对粉被虫草中虫草素的提取条件进行了研究,将对制取虫草素提供参考,有利于粉被虫草的深度开发利用。     

Optimization of extraction technology of Astragalus polysaccharides by response surface methodology and its effect on CD40

Astragali is a herbal medicine used as an adjuvant extensively in the treatment of various cancers of lung, digestive tract, urinary system, etc. Statistics-based experimental designs were applied to optimize the extraction conditions for Astragalus polysaccharides (AP). The optimum conditions were found to be: the values of extraction time 3 h, ratio of liquid to solid 4 and particle size 33.8 mesh. Under these optimized conditions, the maximum AP extraction rate was 16.32 (%), which well matches with the predicted value. Furthermore, the chemical composition was analyzed with HPLC, and the pharmacological effect of the AP was evaluated. Results showed that AP could significantly decreased CD40 expression rate and protein expression in rats with stomach cancer.     

Optimization of ultrasonic-assisted extraction process of Poria cocos polysaccharides by response surface methodology

Polysaccharides production from Poria cocos was carried out using aqueous NaOH with the assistance of ultrasonic. Experimental design was used to investigate the effect of three parameters (extraction time, extraction concentration of NaOH, and ratio of aqueous NaOH to raw material) on polysaccharides yields. The ranges of the factors investigated were 1–3 min for extraction time (X₁), 0.5–1.0 mol/L for extraction concentration of NaOH (X₂), and 30–50 for ratio of aqueous NaOH to raw material (X₃). The statistical analysis of the experiment indicated that extraction concentration of NaOH had significant effect on P. cocos polysaccharides yields. The central composite design showed that polynomial regression models were in good agreement with the experimental results with the coefficients of determination of 0.9935 for P. cocos polysaccharides yield. The optimal condition for P. cocos polysaccharides yield within the experimental range of the variables studied was at 2.44 min, 0.789 mol/L, and 53.0. At this condition, the predicted yield of polysaccharides extracted was 82.3%.     

响应面分析法优化耐高温假黄色单胞菌硫氧化性能

【目的】采用响应面分析法对耐高温假黄色单胞菌的硫氧化性能进行优化。【方法】利用Plackett-Burman试验筛选影响菌株硫氧化性能的关键因子。通过最陡爬坡试验逼近最佳值区域,确定响应面试验中心轴,利用Box-Behnken设计和响应面分析法获得关键因素的最佳浓度。采用经典的改良硫酸钡比浊法测定硫酸根含量。【结果】牛肉膏、麦芽糖、镁离子(Mg~(2+))3个因素是影响菌株硫氧化性能的关键因素。响应面分析表明牛肉膏和镁离子的交互作用对硫酸根转化率的影响最大,优化后的结果为:麦芽糖(%)=0.07,牛肉膏(%)=0.11,Mg~(2+)(%)=0.04时,模型有最大值。模型的F值为52.60(P0.000 1),相关系数R2=0.980 2,说明该二次方程是显著的,该模型在整个回归区域内的拟合较好。经模拟堆肥试验验证该菌株可以有效增加堆肥中硫酸根含量。【结论】该模型可用于分析和预测耐高温假黄色单胞菌优化培养基配方,经优化后该菌株硫氧化性能大幅提升,硫酸根转化率由36.89%提高到80%以上,加入堆肥后与基础发酵条件下菌液相比更加有效增加了堆肥中SO_4~(2-)的含量,具有较好的应用前景。